Magdalena Lederbauer
mlederbauer.bsky.social
Magdalena Lederbauer
@mlederbauer.bsky.social
PhD student @MIT ChemE & CompSci | MSc ETH Chemistry @ETH Zurich | prev ML scientist @entalpicai

passionate about spectroscopy, improv theatre, and everything in between.
Reposted by Magdalena Lederbauer
Merged community requests from Oliver Schilter and @mlederbauer.bsky.social. Thank you. 🙌

Other minor: There is now a changelog with relevant info about each dataset. It is generated by AI, but seems good for a changelog.
June 24, 2025 at 3:30 PM
Reposted by Magdalena Lederbauer
🚨 Dataset article alert! 🚨

Wellawatte, @mlederbauer.bsky.social, @pschwllr.bsky.social and coauthors introduce a new open-source #dataset with >1,000 entries specifically designed for #LLMs applications in #chemistry. #MachineLearningScienceandTechnology #ChemSky 🧪

Article here: bit.ly/4kHdY6x
June 4, 2025 at 1:01 PM
Thank you so much for sharing 💪 We are incredibly excited to share the work with the community -- chemistry is a fascinating and/but heterogeneous science. Kudos to the team and looking forward to future contributions to the field!
Yay for @pschwllr.bsky.social and @mlederbauer.bsky.social (and all your co-authors who aren't on BlueSky yet) 🥳

This #dataset is a prime example of #GoodData, and it ties nicely with what @clarakirkvold.bsky.social and @grynova.bsky.social were talking about a few weeks ago in their #JournalClub
🚨 Dataset article alert! 🚨

Wellawatte, @mlederbauer.bsky.social, @pschwllr.bsky.social and coauthors introduce a new open-source #dataset with >1,000 entries specifically designed for #LLMs applications in #chemistry. #MachineLearningScienceandTechnology #ChemSky 🧪

Article here: bit.ly/4kHdY6x
June 4, 2025 at 11:00 PM
Reposted by Magdalena Lederbauer
Generate property-optimized small molecules with 𝘴𝘵𝘦𝘦𝘳𝘢𝘣𝘭𝘦 𝘢𝘯𝘥 𝘨𝘳𝘢𝘯𝘶𝘭𝘢𝘳 synthesizability control - allowing complete user-flexibility to impose various reaction constraints!

Pre-print: arxiv.org/abs/2505.08774
Code: github.com/schwallergro...

(1/4)
May 14, 2025 at 9:18 AM
Proud to be an "Entalpist" – We are officially out of stealth mode! ⚛️🚀
Have you noticed something different about @entalpic.bsky.social ? 👀

That’s right! Entalpic is officially out of stealth—a new identity that embodies our vision: leveraging Generative AI to accelerate the transition towards cleaner, smarter materials and industrial processes.
May 15, 2025 at 2:28 PM
Reposted by Magdalena Lederbauer
Have you noticed something different about @entalpic.bsky.social ? 👀

That’s right! Entalpic is officially out of stealth—a new identity that embodies our vision: leveraging Generative AI to accelerate the transition towards cleaner, smarter materials and industrial processes.
May 15, 2025 at 2:25 PM
Highly recommend to get involved in LeMaterial; we’re building a fantastic platform to advance materials discovery as a **community effort**! You can join from all across the world via the slack channel below.

P.S: The LLM Synthesis working group meets this Friday, March 7th. Make sure to tune in!🧪
Big thank you to everyone who joined the LeMaterial community meeting! ⚛️🤗
Missed it? Join us every second Thursday—next one March 13 6PM CET.

Workshops to come:
1. Multi-material databases
2. Generative model benchmarks (with @hf.co)
3. LLMs for materials & synthesis

👉 Check the comments to join!
March 6, 2025 at 2:44 PM
Reposted by Magdalena Lederbauer
🚀 Looking for reaction conditions that work well for multiple substrates? CurryBO can help🍛

Now out on arXiv: arxiv.org/abs/2502.18966

A short explanation thread 👇
One Set to Rule Them All: How to Obtain General Chemical Conditions via Bayesian Optimization over Curried Functions
General parameters are highly desirable in the natural sciences - e.g., chemical reaction conditions that enable high yields across a range of related transformations. This has a significant practical...
arxiv.org
March 3, 2025 at 9:06 AM
Reposted by Magdalena Lederbauer
Digital Chemistry Laboratory is excited to be on BlueSky 👋

We are a research group at ETH Zurich led by @valencekjell.com that develops digital solutions to chemical problems in catalysis and molecular design 🖥️ 🧪

More about us: dcl.ethz.ch

See you here for the news and research updates!
Homepage - DCL
dcl.ethz.ch
January 27, 2025 at 1:54 PM
Reposted by Magdalena Lederbauer

OK, let's try a post. Please share!

I am a community lead for C4AI (cohere.com/research). We host a lot of talks. Normally we reach out to people, but:

You can nominate yourself for a talk. It's a great way to get exposure - all talks end up on on the Cohere youtube channel.

shorturl.at/xiCu2
Propose a talk! - C4AI Open Science Community Guest Speakers
https://cohere.com/ Hey there! The Cohere For AI open science community is a space for ML researchers to collaborate and progress on their research journeys together. Every year, we have the privilege...
docs.google.com
November 14, 2024 at 10:19 AM
Reposted by Magdalena Lederbauer
⚛️🤗 Announcing LeMaterial ⚛️🤗

@hf.co & @entalpic.bsky.social are teaming up to release LeMaterial -- an open source initiative aiming to facilitate (AI for) materials discovery !

Datasets, hash function, tools to explore the chemical space & more !

huggingface.co/blog/lemater...
LeMaterial: an open source initiative to accelerate materials discovery and research
We’re on a journey to advance and democratize artificial intelligence through open source and open science.
huggingface.co
December 11, 2024 at 4:49 PM
Reposted by Magdalena Lederbauer
Quick introduction. 👋

Here are some things I do:

🤖 Use AI/ML to supercharge science - from analysis to prediction, to automation

🔨 Build data infra so researchers can do more science with less overhead

🌟 Contribute to open code, data, and science

🤝 Build communities for modern research.
November 22, 2024 at 11:27 PM
Reposted by Magdalena Lederbauer

The community turned out to be quite large, so I'm making a sequel:
go.bsky.app/9H4Ldqx
If you'd like to be in it, or you know someone who should be here, please let me know.

Please follow, share, join, and generally - be supportive! 👩‍🔬
OK, folks. It took less time than I thought - the Women in Chemistry pack is now full of magnificent ladies of #Chemsky. You can follow them (us) all by clicking the "Follow all" button.
November 22, 2024 at 2:10 PM
Reposted by Magdalena Lederbauer
Started a second AI Science Connect pack. Let's keep building the community. It's been really amazing to see the great AI for science conversations over the past week.

Please self nominate, or send me others who should be added!

Pack 2: go.bsky.app/GnFTUM6
Pack 1 (full): go.bsky.app/JeFdryY
November 21, 2024 at 10:29 PM
Thrilled to join the Bluesky community! 🦋 Looking forward to connecting with the digital chemistry & AI4Science folks here. Thanks to @leif7ieben.bsky.social for the encouragement and fantastic starter packs! Any further pointers are very welcome!
November 21, 2024 at 10:49 PM